无人机在革新城市快递服务中的成本效益分析

IF 9.9 1区 工程技术 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Xiao Chu , Shuiwang Chen , Kai Wang , Lingxiao Wu , Gangyan Xu
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引用次数: 0

摘要

无人机已经成为城市物流业中很有前途的运输工具,特别是在最后一英里配送和食品配送等短距离运输方面。随着覆盖范围和有效载荷能力的进步,中型无人机有望开辟一个被称为城市内快递服务(ICES)的中程城市物流市场。本研究旨在通过比较目前基于卡车的运输系统与四种潜在的基于无人机的运输模式的成本和效率,来检验将无人机部署到运输系统中的好处:站对站(S-S)、垂直港到垂直港(V-V)、站到中心到站(S-H-S,枢纽表示配送中心)和垂直港到中心到垂直港(V-H-V)。基于中国快递员的数据集,对无人机模式节省成本和时间的优势进行了彻底的检查。研究结果表明,在ICES行业中部署无人机具有节省成本和提高效率的巨大潜力,但这些效益高度依赖于无人机的操作模式。在提出的模式中,没有一种模式在两个度量标准中都占主导地位。然而,V-V和V-H-V作为非主导模式脱颖而出,其中V-V提供最高的时间效率,V-H-V被证明是最具成本效益的。垂直机场和配送中心是实现成本降低的关键设施,因为它们便于包裹整合。然而,配送中心不一定能提高效率,因为它们可能会带来额外的等待时间和弯路。总体而言,本研究提出的管理见解和政策含义表明,无人机在城市快递服务中的应用具有巨大潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A cost-efficiency analysis of drones in revolutionizing intra-city express services
Drones have emerged as promising transportation tools in the urban logistics industry, particularly for short-distance transportation, such as last-mile delivery and food delivery. With advancements in coverage range and payload capacity, medium drones are poised to open up a medium-range urban logistics market known as intra-city express service (ICES). This study aims to examine the benefits of deploying drones into ICES by comparing the costs and efficiency of current truck-based ICES with four potential drone-based modes: station-to-station (S-S), vertiport-to-vertiport (V-V), station-to-hub-to-station (S-H-S, with hub denoting distribution center), and vertiport-to-hub-to-vertiport (V-H-V). Based on the dataset from a courier in China, a thorough examination of the cost- and time-saving advantages associated with drone-based modes is conducted. The results demonstrate the promising potential of deploying drones in the ICES industry to save costs and enhance efficiency, but these benefits are highly dependent on the operational mode of drones. Among the proposed modes, none emerges as a dominant option across both metrics. Nevertheless, the V-V and V-H-V stand out as non-dominant modes, with V-V offering the highest time efficiency and V-H-V proving to be the most cost-efficient. Vertiports and distribution centers are crucial facilities for achieving cost reduction as they facilitate parcel consolidation. These facilities aggregate demands and strong the flow rate However, distribution centers may not necessarily enhance efficiency since they can introduce additional waiting time and detours. Overall, the managerial insights and policy implications proposed in this study demonstrate significant potential for the utilization of drones in intra-city express service.
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来源期刊
Advanced Engineering Informatics
Advanced Engineering Informatics 工程技术-工程:综合
CiteScore
12.40
自引率
18.20%
发文量
292
审稿时长
45 days
期刊介绍: Advanced Engineering Informatics is an international Journal that solicits research papers with an emphasis on 'knowledge' and 'engineering applications'. The Journal seeks original papers that report progress in applying methods of engineering informatics. These papers should have engineering relevance and help provide a scientific base for more reliable, spontaneous, and creative engineering decision-making. Additionally, papers should demonstrate the science of supporting knowledge-intensive engineering tasks and validate the generality, power, and scalability of new methods through rigorous evaluation, preferably both qualitatively and quantitatively. Abstracting and indexing for Advanced Engineering Informatics include Science Citation Index Expanded, Scopus and INSPEC.
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